Added early dataset extraction and optimized hdf5 dataset need to updates...

Added early dataset extraction and optimized hdf5 dataset need to updates other dataset extraction method

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Report-1.csv

+;Precision;Recall;F1;Support
+Non;0.892857142857;0.925925925926;0.909090909091;27.0
+Oui;0.714285714286;0.625;0.666666666667;8.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Report-2.csv

+;Precision;Recall;F1;Support
+Non;0.925925925926;0.925925925926;0.925925925926;27.0
+Oui;0.75;0.75;0.75;8.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Report-3.csv

+;Precision;Recall;F1;Support
+Non;0.92;0.851851851852;0.884615384615;27.0
+Oui;0.6;0.75;0.666666666667;8.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Report-4.csv

+;Precision;Recall;F1;Support
+Non;0.962962962963;0.866666666667;0.912280701754;30.0
+Oui;0.5;0.8;0.615384615385;5.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Report-5.csv

+;Precision;Recall;F1;Support
+Non;1.0;0.846153846154;0.916666666667;26.0
+Oui;0.692307692308;1.0;0.818181818182;9.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Report.csv

+;Precision;Recall;F1;Support
+Non;1.0;0.8;0.888888888889;25.0
+Oui;0.666666666667;1.0;0.8;10.0

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Stats-1.csv

+;Statistic;Values
+0;Accuracy score on test;0.857142857143
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.7878787878787878
+5;Mean of F1-Score of top 20 classes by F1-Score;0.7878787878787878
+6;Mean of F1-Score of top 30 classes by F1-Score;0.7878787878787878

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Stats-2.csv

+;Statistic;Values
+0;Accuracy score on test;0.885714285714
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.837962962962963
+5;Mean of F1-Score of top 20 classes by F1-Score;0.837962962962963
+6;Mean of F1-Score of top 30 classes by F1-Score;0.837962962962963

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Stats-3.csv

+;Statistic;Values
+0;Accuracy score on test;0.828571428571
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.7756410256410255
+5;Mean of F1-Score of top 20 classes by F1-Score;0.7756410256410255
+6;Mean of F1-Score of top 30 classes by F1-Score;0.7756410256410255

Code/Monoview/Results-ClassMonoView/2016_08_23-CMV-MultiOmic-MiRNA_-Stats-4.csv

+;Statistic;Values
+0;Accuracy score on test;0.857142857143
+1;Top 10 classes by F1-Score;['Non', 'Oui']
+2;Worst 10 classes by F1-Score;['Oui', 'Non']
+3;Ratio of classes with F1-Score==0 of all classes;0.0
+4;Mean of F1-Score of top 10 classes by F1-Score;0.7638326585695008
+5;Mean of F1-Score of top 20 classes by F1-Score;0.7638326585695008
+6;Mean of F1-Score of top 30 classes by F1-Score;0.7638326585695008